TY - JOUR
T1 - Abnormal brain networks in Meiges syndrome based on centrality analysis and functional network connectivity
T2 - a cross-sectional analysis
AU - Wang, Yifei
AU - Yang, Aocai
AU - Song, Zeyu
AU - Chen, Yu
AU - Ma, Guolin
AU - Tang, Xiaoying
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2025.
PY - 2025
Y1 - 2025
N2 - Background: Meige's syndrome (MS) is a neurologically disabling disorder characterized by visual impairment, mastication, and swallowing difficulties. Emerging evidence suggests that MS may stem from disturbances in brain networks. However, current literature inadequately probes the centrality and functional connectivity within these networks. Purpose: This study aims to compare the brain networks of MS patients with those of healthy controls (HC). We focus on examining changes in intrinsic connectivity, the significance of nodes within the global brain network, and functional network connectivity (FNC). Additionally, we seek to identify potential correlations between neuroimaging findings and clinical scales. Method: In this cross-sectional study, we employed centrality analysis and mediation analysis of brain networks using resting-state fMRI data. Voxel-level degree centrality (DC) and eigenvector centrality (EC) served as key features. Independent component analysis was utilized to assess functional connectivity at the network level. Results: Analyses of EC and DC identified abnormal areas in MS patients predominantly in the right thalamus, left middle occipital gyrus, and Cerebellum Inferior. Mediation analysis indicated that disease severity and course of disease are fully mediated by DC values in the right cerebellum. FNC results highlighted abnormal connections in cerebellar-subcortical, memory retrieval-cingulo-opercular task control, and ventral attention-sensory/somatomotor hand networks in MS patients. Conclusions: Our findings reveal multiple abnormalities in centrality and functional connectivity of brain networks in MS patients. Notably, disease severity correlates with alterations in these, potentially influencing disease progression.
AB - Background: Meige's syndrome (MS) is a neurologically disabling disorder characterized by visual impairment, mastication, and swallowing difficulties. Emerging evidence suggests that MS may stem from disturbances in brain networks. However, current literature inadequately probes the centrality and functional connectivity within these networks. Purpose: This study aims to compare the brain networks of MS patients with those of healthy controls (HC). We focus on examining changes in intrinsic connectivity, the significance of nodes within the global brain network, and functional network connectivity (FNC). Additionally, we seek to identify potential correlations between neuroimaging findings and clinical scales. Method: In this cross-sectional study, we employed centrality analysis and mediation analysis of brain networks using resting-state fMRI data. Voxel-level degree centrality (DC) and eigenvector centrality (EC) served as key features. Independent component analysis was utilized to assess functional connectivity at the network level. Results: Analyses of EC and DC identified abnormal areas in MS patients predominantly in the right thalamus, left middle occipital gyrus, and Cerebellum Inferior. Mediation analysis indicated that disease severity and course of disease are fully mediated by DC values in the right cerebellum. FNC results highlighted abnormal connections in cerebellar-subcortical, memory retrieval-cingulo-opercular task control, and ventral attention-sensory/somatomotor hand networks in MS patients. Conclusions: Our findings reveal multiple abnormalities in centrality and functional connectivity of brain networks in MS patients. Notably, disease severity correlates with alterations in these, potentially influencing disease progression.
KW - Brain network
KW - Degree centrality
KW - Eigenvector centrality
KW - Functional magnetic resonance imaging (fMRI)
KW - Functional network connectivity
KW - Meige’s syndrome
UR - http://www.scopus.com/inward/record.url?scp=105006832931&partnerID=8YFLogxK
U2 - 10.1007/s11682-025-01000-1
DO - 10.1007/s11682-025-01000-1
M3 - Article
AN - SCOPUS:105006832931
SN - 1931-7557
JO - Brain Imaging and Behavior
JF - Brain Imaging and Behavior
ER -